Harbor Seals (P. vitulina), ~1:25 observation to background ratio, seal subset of covariates, evaluated using Brier score
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | brier_class |
|---|---|
| rf | 0.0742124 |
| bt | 0.0723774 |
| maxnet | 0.1108419 |
| gam | 0.1085678 |
| glm | 0.1155249 |
Variable Importance
